{"id":"W3210547702","doi":"10.3390/v13112196","title":"Mental Health and Substance Use Associated with Hospitalization among People with COVID-19: A Population-Based Cohort Study","year":2021,"lang":"en","type":"article","venue":"Viruses","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; BC Centre for Disease Control; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Substance use; Cohort; Mental health; 2019-20 coronavirus outbreak; Cohort study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Population; Psychiatry; Environmental health; Virology; Internal medicine; Disease; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005842427,0.0004161425,0.0005939711,0.001242531,0.001437234,0.001453888,0.00080288,0.0005864048,0.001800875],"category_scores_gemma":[0.001378091,0.0006500853,0.0007973941,0.002774847,0.0004221011,0.0004807864,0.001102939,0.001179767,0.0003743521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002635787,"about_ca_system_score_gemma":0.002320959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6163518,"about_ca_topic_score_gemma":0.7104774,"domain_scores_codex":[0.9993088,0.0000991409,0.00005404868,0.0001457982,0.0001865972,0.0002056394],"domain_scores_gemma":[0.9988645,0.00007420473,0.0002820519,0.0001263242,0.0003208698,0.0003319368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004707038,0.00004012497,0.9988893,0.000006489003,0.00006227842,0.00004602922,0.0001401061,0.00001372761,0.00006271459,0.0000094829,0.0002211479,0.0004615001],"study_design_scores_gemma":[0.000008387956,0.00002224446,0.9993217,0.00001190632,0.00002368113,0.00006386807,0.0002903194,0.00007975138,0.000008395727,0.000006456748,0.0001591107,0.000004122577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969485,0.0002267373,0.0000713032,0.00006324515,0.00001141902,0.00004231066,0.002048659,0.000004156285,0.0005836383],"genre_scores_gemma":[0.9977301,0.0002173344,0.0001066659,0.00007576811,0.00001201546,0.00003403743,0.001424064,0.00000359047,0.0003964411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6163518,"threshold_uncertainty_score":0.7718152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03302690864673465,"score_gpt":0.3278011277496089,"score_spread":0.2947742191028743,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}